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22 posts
Solomonoff Induction
30 posts
Kolmogorov Complexity
AIXI
200
An Intuitive Explanation of Solomonoff Induction
Alex_Altair
10y
222
141
The Solomonoff Prior is Malign
Mark Xu
2y
52
139
A Semitechnical Introductory Dialogue on Solomonoff Induction
Eliezer Yudkowsky
1y
34
62
When does rationality-as-search have nontrivial implications?
nostalgebraist
4y
11
47
Computational Model: Causal Diagrams with Symmetry
johnswentworth
3y
29
37
Solomonoff Cartesianism
Rob Bensinger
8y
51
29
Open Problems Related to Solomonoff Induction
Wei_Dai
10y
106
27
The prior of a hypothesis does not depend on its complexity
cousin_it
12y
69
26
How is Solomonoff induction calculated in practice?
Bucky
3y
13
25
Is the human brain a valid choice for the Universal Turing Machine in Solomonoff Induction?
habryka
4y
13
18
Commensurable Scientific Paradigms; or, computable induction
samshap
8mo
0
18
Clarifying Consequentialists in the Solomonoff Prior
vlad_m
4y
16
18
Clarifying The Malignity of the Universal Prior: The Lexical Update
interstice
2y
2
14
A potential problem with using Solomonoff induction as a prior
JoshuaZ
11y
18
85
Beyond Kolmogorov and Shannon
Alexander Gietelink Oldenziel
1mo
14
38
Occam's Razor and the Universal Prior
Peter Chatain
1y
5
31
Failures of an embodied AIXI
So8res
8y
46
29
Complexity and Intelligence
Eliezer Yudkowsky
14y
79
19
Program Search and Incomplete Understanding
Diffractor
4y
1
17
Are the fundamental physical constants computable?
Yair Halberstadt
8mo
6
17
Estimating the kolmogorov complexity of the known laws of physics?
Strilanc
9y
46
16
A utility-maximizing varient of AIXI
AlexMennen
10y
20
15
Save the princess: A tale of AIXI and utility functions
Anja
9y
11
15
Does Checkers have simpler rules than Go?
jefftk
9y
47
14
A Candidate Complexity Measure
interstice
4y
8
13
Failures of UDT-AIXI, Part 1: Improper Randomizing
Diffractor
3y
3
12
Development of Compression Rate Method
Daniel_Burfoot
12y
21
12
What is the advantage of the Kolmogorov complexity prior?
skepsci
10y
29